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Personalized Retrieval on PersonaBench

7.64Latency@5 (Time)

Familiarity

Updated 1mo ago

Evaluation Results

Method	Links
Familiarity 2026.03		7.64	42.42	27.3	44.87	40.49	38.87	10.55	54.09	44.34	67.95	53.66	53.33
RF-Mem 2026.03		8.33	45.15	27.3	44.87	40	40.09	10.55	59.55	43.84	63.78	54.63	55.53
Familiarity 2026.03		8.4	45.15	48.52	49.04	36.59	44.84	13.68	58.79	62.2	64.42	55.61	59.64
Familiarity 2026.03		8.92	39.7	32.04	45.83	32.68	37.38	10.19	51.21	47.48	56.73	45.85	50.02
RF-Mem 2026.03		9.16	47.88	50.91	48.72	38.54	47.01	15.22	59.24	67.99	57.07	62.67	60.71
Recollection 2026.03		9.65	43.79	49.03	51.28	38.54	44.91	17.29	59.24	68.59	56.59	62.67	60.62
RF-Mem 2026.03		10.14	40.15	36.19	44.87	32.2	38.36	18.13	53.03	47.48	56.73	45.85	50.89
Recollection 2026.03		10.94	43.33	29.18	45.83	40	39.76	13.23	60	43.65	63.78	52.2	55.27
Recollection 2026.03		12.14	38.33	36.19	43.27	31.71	37.22	20.71	52.12	47.48	56.73	45.85	50.46